Open AccessAdditive Approach to Simulation of Malignant Neoplasms Using the Monte Carlo Method
Author(s) -
И. А. Матвеева,
Oleg O. Myakinin,
Vseslav O. Vinokurov,
Yulia А. Khristoforova,
Ivan А. Bratchenko,
Alexander A. Moryatov,
Sergey V. Kozlov,
Valery P. Zakharov
Publication year - 2020
Publication title -
journal of biomedical photonics and engineering
Language(s) - English
Resource type - Journals
ISSN - 2411-2844
DOI - 10.18287/jbpe20.06.030302
Subject(s) - raman spectroscopy , raman scattering , monte carlo method , basal cell carcinoma , skin cancer , materials science , photon , in vivo , substrate (aquarium) , molecular physics , optics , computer science , chemistry , cancer , physics , basal cell , pathology , mathematics , medicine , biology , ecology , statistics , microbiology and biotechnology
The paper is devoted to additive simulation of Raman light scattering by skin cancer using the Monte Carlo method. Raman light scattering from normal skin, malignant melanoma and basal cell carcinoma is investigated. Based on the photon transport algorithm proposed by L. Wang and S. L. Jacques, a two-stage algorithm for simulating Raman light scattering from skin has been developed. A method for additive modeling of skin pathologies is proposed. The main idea of this method is a hypothesis that an experimental Raman spectrum of normal skin, obtained by averaging in vivo Raman spectra of normal skin, may be served as a “substrate” for the feature simulated Raman spectrum. Thus, the pathology, for their part, may be “grown” by adding on this “substrate” Raman specific components set related to a tumor type. Additive simulation of malignant melanoma on various stages and basal cell carcinoma has been carried out. The possibility of using the developed algorithm to determine the component composition of the skin by the in vivo Raman spectrum of skin is discussed. An attempt to evaluate the change in the concentration of skin components during the development of cancer has been made.